Healthcare business intelligence must navigate: HIPAA privacy and security requirements on every data flow involving PHI, EHR integration complexity (Epic, Cerner, Meditech each with different APIs and data models), clinical workflow sensitivity (technology must enhance clinical productivity, not disrupt it), and the regulatory frameworks (CMS, Joint Commission, state health departments) that govern healthcare operations.
Clinical dashboards, executive scorecards, department-level operational reports, and self-service analytics for healthcare administrators. Semantic models with clinical KPIs (ALOS, readmission rate, case mix index, margin per DRG).